4 citations · 4 across the 1 of their papers we have counts for
5 papers
STARdom: an architecture for trusted and secure human-centered manufacturing systems
Jože M. Rožanec, Patrik Zajec, Klemen Kenda +14
There is a lack of a single architecture specification that addresses the needs of trusted and secure Artificial Intelligence systems with humans in the loop, such as human-centere…
Semantic XAI for contextualized demand forecasting explanations
Jože M. Rožanec, Dunja Mladenić
The paper proposes a novel architecture for explainable AI based on semantic technologies and AI. We tailor the architecture for the domain of demand forecasting and validate it on…
Towards Active Learning Based Smart Assistant for Manufacturing
Patrik Zajec, Jože M. Rožanec, Inna Novalija +3
A general approach for building a smart assistant that guides a user from a forecast generated by a machine learning model through a sequence of decision-making steps is presented.…
Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand
Jože M. Rožanec, Dunja Mladenić
Demand forecasting is a crucial component of demand management. While shortening the forecasting horizon allows for more recent data and less uncertainty, this frequently means low…
Actionable Cognitive Twins for Decision Making in Manufacturing
Jože M. Rožanec, Jinzhi Lu, Jan Rupnik +5
Actionable Cognitive Twins are the next generation Digital Twins enhanced with cognitive capabilities through a knowledge graph and artificial intelligence models that provide insi…